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Benchmarking NVIDIA Tensor Core MMA Instruction Peak Performances

 11-26-2025 11-26-2025 blog 11 minutes read (About 1646 words)
Reproducing NVIDIA Advertised GPU AI Peak Performances Using CUTLASS and CuTe

 
CPP, 
CUDA, 
NVIDIA, 
CUTLASS, 
CuTe, 
MMA, 
Tensor Core  
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Core Dump and GDB

 11-15-2025 11-15-2025 blog 7 minutes read (About 1029 words)
Analyzing Core Dump Files Using GDB

 
CPP, 
GDB, 
Core Dump  
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AddressSanitizer

 09-27-2025 09-27-2025 blog 21 minutes read (About 3161 words)
Compile-Time Instrumentation for Detecting Memory Errors

 
CPP, 
CMake, 
GCC, 
Memory Error  
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Illegal Memory Access and Segmentation Fault

 08-27-2025 08-27-2025 blog 9 minutes read (About 1381 words)
Memory Access Boundary Checking

 
CPP, 
Operating System, 
Memory Management, 
Memory Safety  
  Read More

Floating Point Constant Values In C++, CUDA, and Python

 08-22-2025 08-22-2025 blog 6 minutes read (About 889 words)
Essential Constants for Numerical Algorithms and Scientific Computations

 
CPP, 
Python, 
CUDA  
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Load CUDA Kernel at Runtime Using CUDA Driver APIs

 06-30-2025 06-30-2025 blog an hour read (About 11131 words)
Dynamically Loading CUDA Kernels

 
CPP, 
CUDA  
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TensorRT Static Plugin VS Dynamic Plugin

 06-05-2025 06-05-2025 blog 13 minutes read (About 1941 words)
Managing The Lifetime and Registration of TensorRT Plugins

 
Deep Learning, 
CPP, 
TensorRT  
  Read More

TensorRT Documentation and API References

 05-25-2025 05-25-2025 blog 8 minutes read (About 1182 words)
Accessing TensorRT Documentation and API References of Different Versions

 
CPP, 
NVIDIA, 
TensorRT  
  Read More

CUDA Performance Hot VS Cold Measurement

 03-12-2025 03-12-2025 blog 8 minutes read (About 1200 words)
Flushing GPU L2 Cache

 
CPP, 
CUDA, 
NVIDIA, 
GPU, 
Nsight Compute  
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C++ Load and Save Npy File Load Using xtensor

 02-16-2025 02-16-2025 blog 5 minutes read (About 708 words)
Quick and Convenient Library for Numpy File Load and Save in C++

 
CPP, 
Python, 
Software Engineering, 
Numpy, 
xtensor  
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C++ Compile-Time Type Map

 12-22-2024 12-22-2025 blog 6 minutes read (About 921 words)
C++ Select Types Based On Template Types

 
CPP, 
CPP17, 
Metaprogramming  
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C++ Shared Pointer Thread-Safety

 11-01-2024 11-01-2024 blog 6 minutes read (About 888 words)
Understand C++ std::shared_ptr

 
CPP, 
Memory Management  
  Read More
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Lei Mao

Lei Mao

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